What happened: BankInfoSecurity reports that the White House is ramping up collaboration with U.S. AI companies after an OSTP memo said the government has evidence of coordinated foreign campaigns to distill frontier U.S. models using proxy accounts and jailbreaking techniques.

Why it matters: The memo frames "distillation at scale" as a national-security problem: attackers don't need a perfect copy-approximating targeted tasks can be enough to commercialize derivatives while dodging the cost of original training.

Wider context: The write-up says the memo describes campaigns using "tens of thousands" of distributed accounts to evade rate limits, paired with iterative prompt engineering aimed at exposing model behavior and system logic.

Background: The piece notes the administration is tasking agencies to work with the private sector on best practices and exploring measures to hold actors accountable, with likely emphasis on telemetry/logging plus tighter identity and access controls.

White House Warns of AI Model 'Extraction' Campaigns — BankInfoSecurity

Singularity Soup Take: The era of "just ship the model" is over; now you ship the model and the security perimeter for the model. When the attack looks like 30,000 accounts politely asking your system to leak its soul one prompt at a time, the control plane becomes the product.

Key Takeaways:

• Industrial Distillation: The OSTP memo described in the article claims foreign adversaries are using proxy accounts, jailbreaking, and distributed activity to distill U.S. frontier models, treating extraction as systematic rather than opportunistic.
• Distributed Probing: BankInfoSecurity says the memo points to "tens of thousands" of accounts used to evade detection and rate limits, combined with iterative prompt engineering designed to surface model behavior and underlying system logic.
• Security Response: The article suggests the government's push will focus on more telemetry and logging, tighter identity/access controls for high-risk users, and detection systems that can flag distributed probing campaigns in real time.